Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Taha Belkhouja"'
Publikováno v:
Journal of Sensor and Actuator Networks, Vol 7, Iss 2, p 21 (2018)
Healthcare remote devices are recognized as a promising technology for treating health related issues. Among them are the wireless Implantable Medical Devices (IMDs): These electronic devices are manufactured to treat, monitor, support or replace def
Externí odkaz:
https://doaj.org/article/4e177420c17b4f9492747ebf5498df02
Publikováno v:
IEEE Transactions on Pattern Analysis and Machine Intelligence. 45:7353-7366
Despite the rapid progress on research in adversarial robustness of deep neural networks (DNNs), there is little principled work for the time-series domain. Since time-series data arises in diverse applications including mobile health, finance, and s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8d39172bd6d8f2ba07e8c58bfbfd28b8
https://doi.org/10.1109/tpami.2022.3224754
https://doi.org/10.1109/tpami.2022.3224754
Publikováno v:
ACM Transactions on Intelligent Systems & Technology; Feb2024, Vol. 15 Issue 1, p1-24, 24p
Publikováno v:
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::31138a78446bb4497bb0dc0f66ee5603
https://doi.org/10.1145/3508352.3549430
https://doi.org/10.1145/3508352.3549430
Analyzing Deep Learning for Time-Series Data Through Adversarial Lens in Mobile and IoT Applications
Autor:
Taha Belkhouja, Janardhan Rao Doppa
Publikováno v:
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 39:3190-3201
Predictive analytics using the time-series data collected from various types of sensors is a fundamental task that enables diverse mobile and Internet of Things applications including smart health. Deep-learning-based solutions are increasingly emplo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::17622c06b945afc26ee7c43407d1e964
https://doi.org/10.1109/tcad.2020.3012171
https://doi.org/10.1109/tcad.2020.3012171
Publikováno v:
Future Generation Computer Systems. 98:109-119
Biometric recognition and analysis are among the most trusted features to be used by Implantable Medical Devices (IMDs). We aim to secure these devices by using these features in emergency scenarios. As patients can witness unpredictable lethal accid
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f35a7f170b93f220a032a3ea0e00203
https://doi.org/10.1016/j.future.2019.02.002
https://doi.org/10.1016/j.future.2019.02.002
Publikováno v:
ICCSPA
Wireless communication became an essential tool for modern Implantable Medical Devices (IMDs) for information exchange. In spite of the many advantages wireless technology has, it puts the patients health in serious danger if no proper security mecha
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::386668e88f3c260fcfd7345d7d0dd14a
https://doi.org/10.1109/iccspa49915.2021.9385735
https://doi.org/10.1109/iccspa49915.2021.9385735
Publikováno v:
GLOBECOM
Nowadays, Implantable Medical Devices (IMDs) rely mainly on wireless technology for information exchange. In spite of the many advantages wireless technology offers to patients in terms of efficiency, speed and ease; it puts the patients' health in s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a4195351395ece6b768abcd5e8b6b29e
https://doi.org/10.1109/glocom.2018.8647207
https://doi.org/10.1109/glocom.2018.8647207
Publikováno v:
ISNCC
Secure communication in medical devices is a pillar in ensuring patient's safety. However, in emergency cases, this can hinder the recovery of the patient. If an emergency team cannot give themselves access to the IMD without the user's assistance, t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::93446ebb3fc0cfd32c47f7272074eebe
https://hdl.handle.net/10576/12247
https://hdl.handle.net/10576/12247
Publikováno v:
GLOBECOM
Implantable medical devices are being increasingly used to treat or monitor different medical conditions. For such purposes, wireless is the most desired communication scheme to be implemented in these devices. On the other hand, the wireless scheme
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::624db297ffea839783bf64aa9ec268d4
https://doi.org/10.1109/glocom.2017.8255015
https://doi.org/10.1109/glocom.2017.8255015